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A rough fuzzy approach to web usage categorization (2004)

Abstract
This paper introduces a novel clustering scheme employing a combination of rough set theory and fuzzy set theory to generate meaningful abstractions from web access logs. Our experimental results show that the proposed scheme is capable of capturing the semantics involved in web access logs at an acceptable computational expense.

Publication details
Download http://eprints.iisc.ernet.in/archive/00002870/
http://eprints.iisc.ernet.in/archive/00002870/01/37webmine.pdf
Repository ePrints@iisc (India)
Keywords Computer Science & Automation
Type Journal Article

Cited publications (3)
Cluster Analysis Algorithms for Data Reduction and Classification of Objects (1980)
Creating Adaptive Web Sites Through Usage-Based Clustering of URLs (1999)
Mining Web Access Logs Using Relational Competitive Fuzzy Clustering (1998)